《An Introduction to Statistical Learning with Applications in R》 介绍:这是一本斯坦福统计学著名教授Trevor Hastie和Robert Tibshirani的新书,并且在2014年一月已经开课:https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about Best Machine Learning Resources for Getting Started 介绍:机...
* [《MIT Machine Learning for Big Data and Text Processing Class Notes - Day 1》](http://blog.adnanmasood.com/2015/06/08/mit-machine-learning-for-big-data-and-text-processing-class-notes-day-1/) 介绍: [Day 1](http://blog.adnanmasood.com/2015/06/08/mit-machine-learning-for-big-dat...
4.0.machine learning&deep learning&reinforced learning)machine learning deep learning supervised learning semi-supervised learning self-supervised learning unsupervised learning transfer learning contractive learning meta learning 4.0.FIG1-ML_DL_RL 4.1.machine learning(ML) introduction of fundamentals of machine...
《MIT Machine Learning for Big Data and Text Processing Class Notes - Day 1》 介绍:Day 1、Day 2、Day 3、Day 4、Day 5. 《Getting “deep” about “deep learning”》 介绍:深度学习之“深”——DNN的隐喻分析. 《Mixture Density Networks》 介绍:混合密度网络. 《Interview Questions for Data Scie...
In this context, Machine Learning is a broader category of algorithms being able to use datasets to identify patterns, discover insights, and enhance understanding and make decisions or predictions. Compared with Machine Learning, Deep Learning is a particular branch of Machine Learning that makes ...
《Brief History of Machine Learning》 介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机、神经网络、决策树、SVM、Adaboost到随机森林、Deep Learning. 《Deep Learning in Neural Networks: An Overview》 介绍:这是瑞士人工智能实验室Jurgen Schmidhuber写的最新版本《神经网络与深度学习综述》本综述的特点...
《Brief History of Machine Learning》介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机、神经网络、决策树、SVM、Adaboost到随机森林、Deep Learning. 《Deep Learning in Neural Networks: An Overv…
《Deep Learning: Methods and Applications》 介绍:这是一本来自微的研究员 li Peng和Dong Yu所著的关于深度学习的方法和应用的电子书 《Machine Learning Summer School 2014》 介绍:2014年七月CMU举办的机器学习夏季课刚刚结束 有近50小时的视频、十多个PDF版幻灯片,覆盖 深度学习,贝叶斯,分布式机器学习,伸缩...
Learning, a natural process in human behaviour that also becomes a vital part of machines as well. Besides this, another concept of deep learning comes to play its major role. Deep neural network (deep learning) is a subgroup of machine learning. Deep learning had been analysed and ...
Learn how deep learning relates to machine learning and AI. In Azure Machine Learning, use deep learning models for fraud detection, object detection, and more.